
Why AI cost forecasts miss, and what to measure instead
98% of enterprises track AI cost and 11% can forecast it within 10%. The coverage data in the same survey says that is an instrumentation gap, not a modelling…
Juan Pablo founded Cloudacio in 2021 after more than 15 years running cloud and Linux infrastructure, and works with clients on how their platforms are built, secured and paid for. He holds four AWS certifications, including Solutions Architect.

98% of enterprises track AI cost and 11% can forecast it within 10%. The coverage data in the same survey says that is an instrumentation gap, not a modelling…

An operator pointed AI agents at more than a thousand e-commerce sites for an estimated $5 a try and about 23 unattended hours per win. The control that…

Surveys keep finding the same gap: nearly everyone is confident their agent controls are sound, and about a third can show it. Three decisions close most of…

A 40% jump rarely has one culprit. How to break the total into places to look, in an order that keeps the product safe.

A RAG demo is tested on questions and documents its builder chose. What changes in production, and why a fixed set of fifty real questions is the first thing…

What a prospect means when the security questionnaire asks for SOC 2, how Type I and Type II differ in evidence and time, and what you can honestly send while…

Growth tends to fail at fixed limits rather than gradually. Here are four limits a growing product hits, how to spot each one with tools you already have, and…

Native AWS cost tools, third-party FinOps software, an engineer's time and outside help buy different parts of the job. Published prices for each, and how to…